Overview

Dataset statistics

Number of variables81
Number of observations180
Missing cells1039
Missing cells (%)7.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory184.4 KiB
Average record size in memory1.0 KiB

Variable types

BOOL52
NUM15
CAT8
UNSUPPORTED6

Reproduction

Analysis started2020-07-08 00:22:25.837568
Analysis finished2020-07-08 00:23:04.646686
Duration38.81 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

adverseEvent is highly correlated with Required Supplemental O2High correlation
Required Supplemental O2 is highly correlated with adverseEventHigh correlation
Hight-cm has 2 (1.1%) missing values Missing
Temp <96.8 F has 3 (1.7%) missing values Missing
Temp (F) has 3 (1.7%) missing values Missing
O2 <90% RA has 3 (1.7%) missing values Missing
O2 Sat RA has 21 (11.7%) missing values Missing
Immobilization has 2 (1.1%) missing values Missing
Recent Trauma has 2 (1.1%) missing values Missing
Recent Surgery has 2 (1.1%) missing values Missing
FH of VTE has 2 (1.1%) missing values Missing
Acute DVT (deep venous thrombosis) , 3= chronic DVT has 21 (11.7%) missing values Missing
Proximal Component to the DVT has 50 (27.8%) missing values Missing
Elevated BNP has 48 (26.7%) missing values Missing
Elevated Troponin has 9 (5.0%) missing values Missing
RV Dilation has 22 (12.2%) missing values Missing
RV Hypokinesis/Dysfunction has 22 (12.2%) missing values Missing
Both Dilation and Dysfunction has 22 (12.2%) missing values Missing
Technically Suboptimal has 22 (12.2%) missing values Missing
RVSP (mmHg) has 22 (12.2%) missing values Missing
Clot Present in MPA (Main Pulmonary Artery) has 180 (100.0%) missing values Missing
Arrhythmia has 7 (3.9%) missing values Missing
Type of Arrhythmia has 148 (82.2%) missing values Missing
ICU Stay has 2 (1.1%) missing values Missing
ACLS has 4 (2.2%) missing values Missing
Pressors has 4 (2.2%) missing values Missing
Inotropes has 4 (2.2%) missing values Missing
Intubation has 4 (2.2%) missing values Missing
tpA has 3 (1.7%) missing values Missing
< 6 hours from CTA read to administration of tpa or EKOS has 98 (54.4%) missing values Missing
<24 hours from CTA read to administration of tpA or EKOS has 98 (54.4%) missing values Missing
IP Bleeding has 4 (2.2%) missing values Missing
Type of bleed has 146 (81.1%) missing values Missing
Transfusion has 4 (2.2%) missing values Missing
IVCF (Inferior Vena Cava Filter) has 4 (2.2%) missing values Missing
Readmitted to IP <30 days has 9 (5.0%) missing values Missing
Discharged with O2 has 14 (7.8%) missing values Missing
Required Narcotics at discharge has 13 (7.2%) missing values Missing
Pregnant has 5 (2.8%) missing values Missing
Platelet <70k has 3 (1.7%) missing values Missing
Indentificaton has unique values Unique
RV/LV Ratio has unique values Unique
RVSP (mmHg) is an unsupported type, check if it needs cleaning or further analysis Unsupported
Clot Present in MPA (Main Pulmonary Artery) is an unsupported type, check if it needs cleaning or further analysis Unsupported
Type of bleed is an unsupported type, check if it needs cleaning or further analysis Unsupported
Transfusion is an unsupported type, check if it needs cleaning or further analysis Unsupported
IVCF (Inferior Vena Cava Filter) is an unsupported type, check if it needs cleaning or further analysis Unsupported
Readmitted to IP <30 days is an unsupported type, check if it needs cleaning or further analysis Unsupported
Length of Stay (LOS) has 4 (2.2%) zeros Zeros

Variables

Indentificaton
Real number (ℝ≥0)

UNIQUE

Distinct count180
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean90.5
Minimum1
Maximum180
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum1
5-th percentile9.95
Q145.75
median90.5
Q3135.25
95-th percentile171.05
Maximum180
Range179
Interquartile range (IQR)89.5

Descriptive statistics

Standard deviation52.10566188
Coefficient of variation (CV)0.5757531699
Kurtosis-1.2
Mean90.5
Median Absolute Deviation (MAD)45
Skewness0
Sum16290
Variance2715
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18010.6%
 
6710.6%
 
6510.6%
 
6410.6%
 
6310.6%
 
6210.6%
 
6110.6%
 
6010.6%
 
5910.6%
 
5810.6%
 
5710.6%
 
5610.6%
 
5510.6%
 
5410.6%
 
5310.6%
 
5210.6%
 
5110.6%
 
5010.6%
 
4910.6%
 
4810.6%
 
4710.6%
 
6610.6%
 
6810.6%
 
17910.6%
 
6910.6%
 
Other values (155)15586.1%
 
ValueCountFrequency (%) 
110.6%
 
210.6%
 
310.6%
 
410.6%
 
510.6%
 
610.6%
 
710.6%
 
810.6%
 
910.6%
 
1010.6%
 
ValueCountFrequency (%) 
18010.6%
 
17910.6%
 
17810.6%
 
17710.6%
 
17610.6%
 
17510.6%
 
17410.6%
 
17310.6%
 
17210.6%
 
17110.6%
 

Age
Real number (ℝ≥0)

Distinct count59
Unique (%)32.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.73888888888889
Minimum24
Maximum95
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum24
5-th percentile34.95
Q152.75
median62
Q372
95-th percentile80
Maximum95
Range71
Interquartile range (IQR)19.25

Descriptive statistics

Standard deviation14.24579283
Coefficient of variation (CV)0.2345415448
Kurtosis-0.4264572207
Mean60.73888889
Median Absolute Deviation (MAD)10
Skewness-0.3732188326
Sum10933
Variance202.9426133
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68116.1%
 
5684.4%
 
7673.9%
 
5863.3%
 
7363.3%
 
5763.3%
 
5963.3%
 
8063.3%
 
6663.3%
 
5452.8%
 
5552.8%
 
6552.8%
 
6952.8%
 
7252.8%
 
6452.8%
 
6142.2%
 
7042.2%
 
7542.2%
 
5042.2%
 
7431.7%
 
4331.7%
 
3831.7%
 
5231.7%
 
3131.7%
 
7131.7%
 
Other values (34)5430.0%
 
ValueCountFrequency (%) 
2410.6%
 
2710.6%
 
3131.7%
 
3210.6%
 
3310.6%
 
3421.1%
 
3510.6%
 
3621.1%
 
3721.1%
 
3831.7%
 
ValueCountFrequency (%) 
9510.6%
 
8721.1%
 
8610.6%
 
8510.6%
 
8410.6%
 
8210.6%
 
8110.6%
 
8063.3%
 
7910.6%
 
7831.7%
 

Gender
Categorical

Distinct count3
Unique (%)1.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
M
112
F
67
M
 
1
ValueCountFrequency (%) 
M11262.2%
 
F6737.2%
 
M 10.6%
 

Length

Max length2
Median length1
Mean length1.005555556
Min length1

Overview of Unicode Properties

Unique unicode characters3
Unique unicode categories (?)2
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
M11362.4%
 
F6737.0%
 
10.6%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter18099.4%
 
Space Separator10.6%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M11362.8%
 
F6737.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
1100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin18099.4%
 
Common10.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
M11362.8%
 
F6737.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
1100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII181100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
M11362.4%
 
F6737.0%
 
10.6%
 

Race
Categorical

Distinct count4
Unique (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
W
114
B
59
NH
 
5
H
 
2
ValueCountFrequency (%) 
W11463.3%
 
B5932.8%
 
NH52.8%
 
H21.1%
 

Length

Max length2
Median length1
Mean length1.027777778
Min length1

Overview of Unicode Properties

Unique unicode characters4
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
W11461.6%
 
B5931.9%
 
H73.8%
 
N52.7%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter185100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
W11461.6%
 
B5931.9%
 
H73.8%
 
N52.7%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin185100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
W11461.6%
 
B5931.9%
 
H73.8%
 
N52.7%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII185100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
W11461.6%
 
B5931.9%
 
H73.8%
 
N52.7%
 

Length of Stay (LOS)
Real number (ℝ≥0)

ZEROS

Distinct count18
Unique (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.438888888888889
Minimum0
Maximum80
Zeros4
Zeros (%)2.2%
Memory size1.5 KiB

Quantile statistics

Minimum0
5-th percentile1
Q13
median4
Q37
95-th percentile12
Maximum80
Range80
Interquartile range (IQR)4

Descriptive statistics

Standard deviation7.080671534
Coefficient of variation (CV)1.301859935
Kurtosis70.88164739
Mean5.438888889
Median Absolute Deviation (MAD)2
Skewness7.304592425
Sum979
Variance50.13590937
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
33217.8%
 
52413.3%
 
12312.8%
 
42011.1%
 
2179.4%
 
7158.3%
 
8126.7%
 
6126.7%
 
952.8%
 
042.2%
 
1031.7%
 
1131.7%
 
1231.7%
 
1321.1%
 
2121.1%
 
3710.6%
 
2410.6%
 
8010.6%
 
ValueCountFrequency (%) 
042.2%
 
12312.8%
 
2179.4%
 
33217.8%
 
42011.1%
 
52413.3%
 
6126.7%
 
7158.3%
 
8126.7%
 
952.8%
 
ValueCountFrequency (%) 
8010.6%
 
3710.6%
 
2410.6%
 
2121.1%
 
1321.1%
 
1231.7%
 
1131.7%
 
1031.7%
 
952.8%
 
8126.7%
 

Hight-cm
Real number (ℝ≥0)

MISSING

Distinct count22
Unique (%)12.4%
Missing2
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean174.4894382022472
Minimum149.86
Maximum205.74
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum149.86
5-th percentile154.94
Q1167.64
median175.26
Q3180.34
95-th percentile190.5
Maximum205.74
Range55.88
Interquartile range (IQR)12.7

Descriptive statistics

Standard deviation10.80606174
Coefficient of variation (CV)0.06192960359
Kurtosis-0.1347593293
Mean174.4894382
Median Absolute Deviation (MAD)7.62
Skewness-0.0922647933
Sum31059.12
Variance116.7709703
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
180.342011.1%
 
177.81810.0%
 
175.26179.4%
 
172.72179.4%
 
182.88137.2%
 
187.96126.7%
 
167.64105.6%
 
162.5695.0%
 
170.1895.0%
 
160.0295.0%
 
165.195.0%
 
185.4284.4%
 
152.473.9%
 
157.4852.8%
 
190.552.8%
 
193.0431.7%
 
154.9421.1%
 
149.8610.6%
 
167.6410.6%
 
203.210.6%
 
205.7410.6%
 
200.6610.6%
 
(Missing)21.1%
 
ValueCountFrequency (%) 
149.8610.6%
 
152.473.9%
 
154.9421.1%
 
157.4852.8%
 
160.0295.0%
 
162.5695.0%
 
165.195.0%
 
167.6410.6%
 
167.64105.6%
 
170.1895.0%
 
ValueCountFrequency (%) 
205.7410.6%
 
203.210.6%
 
200.6610.6%
 
193.0431.7%
 
190.552.8%
 
187.96126.7%
 
185.4284.4%
 
182.88137.2%
 
180.342011.1%
 
177.81810.0%
 

Weight-kg
Real number (ℝ≥0)

Distinct count134
Unique (%)74.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean100.85283333333331
Minimum36.3
Maximum187.3
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum36.3
5-th percentile65.21
Q185.925
median97.15
Q3113.4
95-th percentile148.3
Maximum187.3
Range151
Interquartile range (IQR)27.475

Descriptive statistics

Standard deviation25.42369014
Coefficient of variation (CV)0.2520870193
Kurtosis1.238955027
Mean100.8528333
Median Absolute Deviation (MAD)13.2
Skewness0.7727097811
Sum18153.51
Variance646.3640204
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90.763.3%
 
108.963.3%
 
113.442.2%
 
106.631.7%
 
8731.7%
 
77.131.7%
 
92.131.7%
 
86.231.7%
 
113.531.7%
 
89.831.7%
 
10221.1%
 
117.921.1%
 
10321.1%
 
8321.1%
 
8421.1%
 
8621.1%
 
137.421.1%
 
128.821.1%
 
63.521.1%
 
6821.1%
 
7321.1%
 
89.421.1%
 
122.521.1%
 
10621.1%
 
98.421.1%
 
Other values (109)11362.8%
 
ValueCountFrequency (%) 
36.310.6%
 
4110.6%
 
58.110.6%
 
59.910.6%
 
60.310.6%
 
61.710.6%
 
6310.6%
 
63.521.1%
 
65.310.6%
 
65.710.6%
 
ValueCountFrequency (%) 
187.310.6%
 
181.410.6%
 
17910.6%
 
170.610.6%
 
16210.6%
 
158.810.6%
 
158.310.6%
 
15810.6%
 
15410.6%
 
14810.6%
 

BMI
Real number (ℝ≥0)

Distinct count176
Unique (%)97.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.145992591889254
Minimum12.916692500051665
Maximum70.8416634772297
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum12.9166925
5-th percentile23.11144279
Q127.81202439
median31.78809822
Q337.25379094
95-th percentile48.72020113
Maximum70.84166348
Range57.92497098
Interquartile range (IQR)9.441766543

Descriptive statistics

Standard deviation8.267802826
Coefficient of variation (CV)0.2494359704
Kurtosis3.03035243
Mean33.14599259
Median Absolute Deviation (MAD)4.638085887
Skewness1.254108932
Sum5966.278667
Variance68.35656357
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
25.0722963421.1%
 
35.4537571121.1%
 
25.5207810621.1%
 
25.8445586121.1%
 
34.6320219310.6%
 
26.5558606210.6%
 
29.0413290810.6%
 
36.4970656410.6%
 
47.7336594810.6%
 
23.5056130710.6%
 
18.2562847210.6%
 
42.6049727510.6%
 
28.7273498410.6%
 
33.4844946610.6%
 
43.0575599410.6%
 
26.8610.6%
 
25.7324733410.6%
 
27.8067685810.6%
 
28.8935380410.6%
 
29.9587763710.6%
 
70.8416634810.6%
 
33.7556230710.6%
 
46.5174780710.6%
 
32.4675205610.6%
 
39.5863054810.6%
 
Other values (151)15183.9%
 
ValueCountFrequency (%) 
12.916692510.6%
 
18.2562847210.6%
 
18.5410011810.6%
 
20.0867748710.6%
 
21.1690238210.6%
 
21.2710.6%
 
21.6684106810.6%
 
22.6672816610.6%
 
23.0918829210.6%
 
23.1124722610.6%
 
ValueCountFrequency (%) 
70.8416634810.6%
 
63.6938831310.6%
 
57.1865330610.6%
 
56.0059713910.6%
 
54.8319207610.6%
 
52.7411262810.6%
 
50.0745899510.6%
 
49.8935909110.6%
 
48.8307428210.6%
 
48.7143831410.6%
 
Distinct count3
Unique (%)1.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
1
133
0
46
2
 
1
ValueCountFrequency (%) 
113373.9%
 
04625.6%
 
210.6%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters3
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
113373.9%
 
04625.6%
 
210.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number180100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
113373.9%
 
04625.6%
 
210.6%
 

Most occurring scripts

ValueCountFrequency (%) 
Common180100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
113373.9%
 
04625.6%
 
210.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII180100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
113373.9%
 
04625.6%
 
210.6%
 

PESI Class
Real number (ℝ≥0)

Distinct count5
Unique (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9833333333333334
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.274919211
Coefficient of variation (CV)0.4273472215
Kurtosis-1.064427624
Mean2.983333333
Median Absolute Deviation (MAD)1
Skewness0.2441231601
Sum537
Variance1.625418994
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
25832.2%
 
34223.3%
 
53217.8%
 
42916.1%
 
11910.6%
 
ValueCountFrequency (%) 
11910.6%
 
25832.2%
 
34223.3%
 
42916.1%
 
53217.8%
 
ValueCountFrequency (%) 
53217.8%
 
42916.1%
 
34223.3%
 
25832.2%
 
11910.6%
 
Distinct count4
Unique (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
2
115
1
39
3
 
23
4
 
3
ValueCountFrequency (%) 
211563.9%
 
13921.7%
 
32312.8%
 
431.7%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters4
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
211563.9%
 
13921.7%
 
32312.8%
 
431.7%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number180100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
211563.9%
 
13921.7%
 
32312.8%
 
431.7%
 

Most occurring scripts

ValueCountFrequency (%) 
Common180100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
211563.9%
 
13921.7%
 
32312.8%
 
431.7%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII180100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
211563.9%
 
13921.7%
 
32312.8%
 
431.7%
 

HR >= 110
Boolean

Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
100
1
80
ValueCountFrequency (%) 
010055.6%
 
18044.4%
 

HR
Real number (ℝ≥0)

Distinct count72
Unique (%)40.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.87777777777778
Minimum54
Maximum157
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum54
5-th percentile72
Q189
median107
Q3118.5
95-th percentile136.1
Maximum157
Range103
Interquartile range (IQR)29.5

Descriptive statistics

Standard deviation20.33536028
Coefficient of variation (CV)0.1938957967
Kurtosis-0.4288667672
Mean104.8777778
Median Absolute Deviation (MAD)14
Skewness-0.002866276257
Sum18878
Variance413.5268777
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11084.4%
 
8463.3%
 
12063.3%
 
9663.3%
 
8052.8%
 
10852.8%
 
10952.8%
 
11452.8%
 
11852.8%
 
8642.2%
 
9442.2%
 
10642.2%
 
10742.2%
 
11142.2%
 
11342.2%
 
13042.2%
 
7131.7%
 
13231.7%
 
9031.7%
 
9331.7%
 
10031.7%
 
10231.7%
 
10331.7%
 
10431.7%
 
7231.7%
 
Other values (47)7441.1%
 
ValueCountFrequency (%) 
5410.6%
 
6010.6%
 
6310.6%
 
6810.6%
 
7010.6%
 
7131.7%
 
7231.7%
 
7310.6%
 
7421.1%
 
7521.1%
 
ValueCountFrequency (%) 
15710.6%
 
15310.6%
 
15210.6%
 
14710.6%
 
14310.6%
 
14210.6%
 
13910.6%
 
13821.1%
 
13610.6%
 
13510.6%
 

SBP <100
Boolean

Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
0
159
1
 
20
(Missing)
 
1
ValueCountFrequency (%) 
015988.3%
 
12011.1%
 
(Missing)10.6%
 

SBP
Real number (ℝ≥0)

Distinct count77
Unique (%)43.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean130.79329608938548
Minimum56.0
Maximum215.0
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum56
5-th percentile90.9
Q1116.5
median132
Q3145
95-th percentile171
Maximum215
Range159
Interquartile range (IQR)28.5

Descriptive statistics

Standard deviation24.12297054
Coefficient of variation (CV)0.1844358332
Kurtosis0.7810877694
Mean130.7932961
Median Absolute Deviation (MAD)14
Skewness0.1393202817
Sum23412
Variance581.9177076
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
132105.6%
 
12063.3%
 
12352.8%
 
14552.8%
 
10852.8%
 
14052.8%
 
14152.8%
 
14252.8%
 
15552.8%
 
11942.2%
 
11842.2%
 
13742.2%
 
13542.2%
 
14431.7%
 
14831.7%
 
13631.7%
 
10131.7%
 
12631.7%
 
13031.7%
 
14931.7%
 
17731.7%
 
13331.7%
 
14731.7%
 
11631.7%
 
11721.1%
 
Other values (52)7742.8%
 
ValueCountFrequency (%) 
5610.6%
 
7610.6%
 
8010.6%
 
8510.6%
 
8610.6%
 
8710.6%
 
8810.6%
 
8910.6%
 
9010.6%
 
9121.1%
 
ValueCountFrequency (%) 
21510.6%
 
19810.6%
 
18910.6%
 
18310.6%
 
17910.6%
 
17731.7%
 
17121.1%
 
17010.6%
 
16910.6%
 
16810.6%
 

RR >=30
Boolean

Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
173
1
 
7
ValueCountFrequency (%) 
017396.1%
 
173.9%
 

RR
Real number (ℝ≥0)

Distinct count22
Unique (%)12.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.45
Minimum12
Maximum60
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum12
5-th percentile15
Q118
median20
Q322
95-th percentile28
Maximum60
Range48
Interquartile range (IQR)4

Descriptive statistics

Standard deviation5.079562511
Coefficient of variation (CV)0.2483893649
Kurtosis21.35070401
Mean20.45
Median Absolute Deviation (MAD)2
Skewness3.464445405
Sum3681
Variance25.80195531
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
184323.9%
 
204022.2%
 
222011.1%
 
16147.8%
 
24126.7%
 
17105.6%
 
2663.3%
 
1952.8%
 
1452.8%
 
2552.8%
 
1542.2%
 
2831.7%
 
2321.1%
 
3621.1%
 
2121.1%
 
6010.6%
 
4010.6%
 
2710.6%
 
3110.6%
 
3210.6%
 
3310.6%
 
1210.6%
 
ValueCountFrequency (%) 
1210.6%
 
1452.8%
 
1542.2%
 
16147.8%
 
17105.6%
 
184323.9%
 
1952.8%
 
204022.2%
 
2121.1%
 
222011.1%
 
ValueCountFrequency (%) 
6010.6%
 
4010.6%
 
3621.1%
 
3310.6%
 
3210.6%
 
3110.6%
 
2831.7%
 
2710.6%
 
2663.3%
 
2552.8%
 

Temp <96.8 F
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing3
Missing (%)1.7%
Memory size1.5 KiB
0
170
1
 
7
(Missing)
 
3
ValueCountFrequency (%) 
017094.4%
 
173.9%
 
(Missing)31.7%
 

Temp (F)
Real number (ℝ≥0)

MISSING

Distinct count37
Unique (%)20.9%
Missing3
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean97.98531073446328
Minimum92.3
Maximum101.3
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum92.3
5-th percentile96.8
Q197.5
median98
Q398.5
95-th percentile99.3
Maximum101.3
Range9
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9861593544
Coefficient of variation (CV)0.01006435911
Kurtosis11.91390863
Mean97.98531073
Median Absolute Deviation (MAD)0.5
Skewness-1.855059991
Sum17343.4
Variance0.9725102722
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
98.1147.8%
 
98.5126.7%
 
97.5116.1%
 
98116.1%
 
98.4105.6%
 
98.395.0%
 
97.795.0%
 
98.295.0%
 
97.895.0%
 
97.284.4%
 
97.673.9%
 
98.663.3%
 
97.963.3%
 
97.352.8%
 
97.452.8%
 
9742.2%
 
97.142.2%
 
99.142.2%
 
96.831.7%
 
98.731.7%
 
98.931.7%
 
99.231.7%
 
96.431.7%
 
98.831.7%
 
99.321.1%
 
Other values (12)147.8%
 
(Missing)31.7%
 
ValueCountFrequency (%) 
92.321.1%
 
95.710.6%
 
9610.6%
 
96.431.7%
 
96.831.7%
 
9742.2%
 
97.142.2%
 
97.284.4%
 
97.352.8%
 
97.452.8%
 
ValueCountFrequency (%) 
101.310.6%
 
100.210.6%
 
100.110.6%
 
10010.6%
 
99.810.6%
 
99.710.6%
 
99.610.6%
 
99.410.6%
 
99.321.1%
 
99.231.7%
 

O2 <90% RA
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing3
Missing (%)1.7%
Memory size1.5 KiB
0
135
1
42
(Missing)
 
3
ValueCountFrequency (%) 
013575.0%
 
14223.3%
 
(Missing)31.7%
 

O2 Sat RA
Real number (ℝ≥0)

MISSING

Distinct count25
Unique (%)15.7%
Missing21
Missing (%)11.7%
Infinite0
Infinite (%)0.0%
Mean93.88050314465409
Minimum60.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum60
5-th percentile80
Q192
median96
Q398
95-th percentile100
Maximum100
Range40
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.059164813
Coefficient of variation (CV)0.06454124775
Kurtosis6.97550964
Mean93.88050314
Median Absolute Deviation (MAD)2
Skewness-2.239797505
Sum14927
Variance36.71347823
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
972513.9%
 
982111.7%
 
961810.0%
 
94158.3%
 
99126.7%
 
95116.1%
 
100105.6%
 
9063.3%
 
9152.8%
 
8952.8%
 
9352.8%
 
9242.2%
 
8742.2%
 
8831.7%
 
8031.7%
 
8621.1%
 
8521.1%
 
7510.6%
 
7710.6%
 
6010.6%
 
7410.6%
 
8410.6%
 
7610.6%
 
8210.6%
 
7810.6%
 
(Missing)2111.7%
 
ValueCountFrequency (%) 
6010.6%
 
7410.6%
 
7510.6%
 
7610.6%
 
7710.6%
 
7810.6%
 
8031.7%
 
8210.6%
 
8410.6%
 
8521.1%
 
ValueCountFrequency (%) 
100105.6%
 
99126.7%
 
982111.7%
 
972513.9%
 
961810.0%
 
95116.1%
 
94158.3%
 
9352.8%
 
9242.2%
 
9152.8%
 

Required Supplemental O2
Boolean

HIGH CORRELATION

Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
1
97
0
82
(Missing)
 
1
ValueCountFrequency (%) 
19753.9%
 
08245.6%
 
(Missing)10.6%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
175
1
 
5
ValueCountFrequency (%) 
017597.2%
 
152.8%
 

Syncope
Boolean

Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
142
1
38
ValueCountFrequency (%) 
014278.9%
 
13821.1%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
160
1
 
20
ValueCountFrequency (%) 
016088.9%
 
12011.1%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
157
1
 
23
ValueCountFrequency (%) 
015787.2%
 
12312.8%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
165
1
 
15
ValueCountFrequency (%) 
016591.7%
 
1158.3%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
165
1
 
15
ValueCountFrequency (%) 
016591.7%
 
1158.3%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
156
1
 
24
ValueCountFrequency (%) 
015686.7%
 
12413.3%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
173
1
 
7
ValueCountFrequency (%) 
017396.1%
 
173.9%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
134
1
46
ValueCountFrequency (%) 
013474.4%
 
14625.6%
 
Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
0
162
1
 
17
(Missing)
 
1
ValueCountFrequency (%) 
016290.0%
 
1179.4%
 
(Missing)10.6%
 

Immobilization
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing2
Missing (%)1.1%
Memory size1.5 KiB
0
127
1
51
(Missing)
 
2
ValueCountFrequency (%) 
012770.6%
 
15128.3%
 
(Missing)21.1%
 

Recent Trauma
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing2
Missing (%)1.1%
Memory size1.5 KiB
0
167
1
 
11
(Missing)
 
2
ValueCountFrequency (%) 
016792.8%
 
1116.1%
 
(Missing)21.1%
 

Recent Surgery
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing2
Missing (%)1.1%
Memory size1.5 KiB
0
151
1
 
27
(Missing)
 
2
ValueCountFrequency (%) 
015183.9%
 
12715.0%
 
(Missing)21.1%
 
Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
0
156
1
 
23
(Missing)
 
1
ValueCountFrequency (%) 
015686.7%
 
12312.8%
 
(Missing)10.6%
 
Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
0
138
1
41
(Missing)
 
1
ValueCountFrequency (%) 
013876.7%
 
14122.8%
 
(Missing)10.6%
 

FH of VTE
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing2
Missing (%)1.1%
Memory size1.5 KiB
0
154
1
 
24
(Missing)
 
2
ValueCountFrequency (%) 
015485.6%
 
12413.3%
 
(Missing)21.1%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
177
1
 
3
ValueCountFrequency (%) 
017798.3%
 
131.7%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
167
1
 
13
ValueCountFrequency (%) 
016792.8%
 
1137.2%
 
Distinct count3
Unique (%)1.9%
Missing21
Missing (%)11.7%
Memory size1.5 KiB
1
130
0
 
22
3
 
7
ValueCountFrequency (%) 
113072.2%
 
02212.2%
 
373.9%
 
(Missing)2111.7%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
018133.5%
 
.15929.4%
 
113024.1%
 
n427.8%
 
a213.9%
 
371.3%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number31858.9%
 
Other Punctuation15929.4%
 
Lowercase Letter6311.7%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
018156.9%
 
113040.9%
 
372.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.159100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n4266.7%
 
a2133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common47788.3%
 
Latin6311.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
018137.9%
 
.15933.3%
 
113027.3%
 
371.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n4266.7%
 
a2133.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII540100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
018133.5%
 
.15929.4%
 
113024.1%
 
n427.8%
 
a213.9%
 
371.3%
 
Distinct count2
Unique (%)1.5%
Missing50
Missing (%)27.8%
Memory size1.5 KiB
1
121
0
 
9
(Missing)
50
ValueCountFrequency (%) 
112167.2%
 
095.0%
 
(Missing)5027.8%
 

Elevated BNP
Boolean

MISSING

Distinct count2
Unique (%)1.5%
Missing48
Missing (%)26.7%
Memory size1.5 KiB
1
70
0
62
(Missing)
48
ValueCountFrequency (%) 
17038.9%
 
06234.4%
 
(Missing)4826.7%
 

Elevated Troponin
Boolean

MISSING

Distinct count2
Unique (%)1.2%
Missing9
Missing (%)5.0%
Memory size1.5 KiB
0
95
1
76
(Missing)
 
9
ValueCountFrequency (%) 
09552.8%
 
17642.2%
 
(Missing)95.0%
 

RV Dilation
Boolean

MISSING

Distinct count2
Unique (%)1.3%
Missing22
Missing (%)12.2%
Memory size1.5 KiB
1
97
0
61
(Missing)
22
ValueCountFrequency (%) 
19753.9%
 
06133.9%
 
(Missing)2212.2%
 
Distinct count2
Unique (%)1.3%
Missing22
Missing (%)12.2%
Memory size1.5 KiB
1
83
0
75
(Missing)
22
ValueCountFrequency (%) 
18346.1%
 
07541.7%
 
(Missing)2212.2%
 
Distinct count2
Unique (%)1.3%
Missing22
Missing (%)12.2%
Memory size1.5 KiB
0
84
1
74
(Missing)
22
ValueCountFrequency (%) 
08446.7%
 
17441.1%
 
(Missing)2212.2%
 
Distinct count2
Unique (%)1.3%
Missing22
Missing (%)12.2%
Memory size1.5 KiB
0
153
1
 
5
(Missing)
 
22
ValueCountFrequency (%) 
015385.0%
 
152.8%
 
(Missing)2212.2%
 

RVSP (mmHg)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing22
Missing (%)12.2%
Memory size7.7 KiB

RV/LV Ratio
Real number (ℝ≥0)

UNIQUE

Distinct count180
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.141077118924066
Minimum0.5200845665961944
Maximum2.0104895104895104
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum0.5200845666
5-th percentile0.7320840973
Q10.9434788512
median1.109166059
Q31.330620004
95-th percentile1.680492754
Maximum2.01048951
Range1.490404944
Interquartile range (IQR)0.387141153

Descriptive statistics

Standard deviation0.2789911566
Coefficient of variation (CV)0.2444980729
Kurtosis-0.03845766324
Mean1.141077119
Median Absolute Deviation (MAD)0.1851742722
Skewness0.4764382374
Sum205.3938814
Variance0.07783606546
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.38935574210.6%
 
1.70809248610.6%
 
1.5076452610.6%
 
1.04791666710.6%
 
1.08641975310.6%
 
1.21933962310.6%
 
1.40196078410.6%
 
1.79538904910.6%
 
1.3703703710.6%
 
1.13539192410.6%
 
0.894957983210.6%
 
0.982532751110.6%
 
1.35376044610.6%
 
1.15227272710.6%
 
0.95268817210.6%
 
0.905579399110.6%
 
1.01680672310.6%
 
0.948275862110.6%
 
1.0504672910.6%
 
1.54569190610.6%
 
1.32914572910.6%
 
1.01830663610.6%
 
0.978208232410.6%
 
0.981481481510.6%
 
1.68985507210.6%
 
Other values (155)15586.1%
 
ValueCountFrequency (%) 
0.520084566610.6%
 
0.635714285710.6%
 
0.641255605410.6%
 
0.66596194510.6%
 
0.696703296710.6%
 
0.698823529410.6%
 
0.71564885510.6%
 
0.715883668910.6%
 
0.72674418610.6%
 
0.732365145210.6%
 
ValueCountFrequency (%) 
2.0104895110.6%
 
1.83284457510.6%
 
1.79538904910.6%
 
1.75675675710.6%
 
1.75492957710.6%
 
1.70809248610.6%
 
1.69125683110.6%
 
1.6900584810.6%
 
1.68985507210.6%
 
1.6810.6%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
172
1
 
8
ValueCountFrequency (%) 
017295.6%
 
184.4%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
168
1
 
12
ValueCountFrequency (%) 
016893.3%
 
1126.7%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
1
134
0
46
ValueCountFrequency (%) 
113474.4%
 
04625.6%
 

PA/Aorta Ratio
Real number (ℝ≥0)

Distinct count179
Unique (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9438316023383885
Minimum0.5901639344262296
Maximum1.5396825396825395
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum0.5901639344
5-th percentile0.7301297485
Q10.8348382077
median0.9346326837
Q31.042584182
95-th percentile1.215477454
Maximum1.53968254
Range0.9495186053
Interquartile range (IQR)0.2077459744

Descriptive statistics

Standard deviation0.1498754209
Coefficient of variation (CV)0.1587946627
Kurtosis0.767179756
Mean0.9438316023
Median Absolute Deviation (MAD)0.1036095315
Skewness0.5170654641
Sum169.8896884
Variance0.02246264179
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.830721003121.1%
 
0.958333333310.6%
 
0.884353741510.6%
 
0.756493506510.6%
 
1.16049382710.6%
 
0.755244755210.6%
 
0.948717948710.6%
 
0.91054313110.6%
 
0.917333333310.6%
 
1.20077220110.6%
 
0.891812865510.6%
 
0.747967479710.6%
 
1.12997347510.6%
 
1.21724137910.6%
 
1.21538461510.6%
 
0.884146341510.6%
 
0.870056497210.6%
 
1.04335260110.6%
 
1.12091503310.6%
 
1.24230769210.6%
 
0.928571428610.6%
 
0.961661341910.6%
 
1.08437510.6%
 
1.20443349810.6%
 
1.05863192210.6%
 
Other values (154)15485.6%
 
ValueCountFrequency (%) 
0.590163934410.6%
 
0.636363636410.6%
 
0.653266331710.6%
 
0.666666666710.6%
 
0.67674418610.6%
 
0.707650273210.6%
 
0.712250712310.6%
 
0.722397476310.6%
 
0.726190476210.6%
 
0.730337078710.6%
 
ValueCountFrequency (%) 
1.5396825410.6%
 
1.36334405110.6%
 
1.27372262810.6%
 
1.25818181810.6%
 
1.2520325210.6%
 
1.24230769210.6%
 
1.22977346310.6%
 
1.2292358810.6%
 
1.21724137910.6%
 
1.21538461510.6%
 

IVC Reflux Grade
Real number (ℝ≥0)

Distinct count6
Unique (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5833333333333335
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size1.5 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q34
95-th percentile5
Maximum6
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.413719686
Coefficient of variation (CV)0.5472463303
Kurtosis-0.6400964122
Mean2.583333333
Median Absolute Deviation (MAD)1
Skewness0.5902529516
Sum465
Variance1.998603352
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15128.3%
 
24826.7%
 
33217.8%
 
42815.6%
 
5168.9%
 
652.8%
 
ValueCountFrequency (%) 
15128.3%
 
24826.7%
 
33217.8%
 
42815.6%
 
5168.9%
 
652.8%
 
ValueCountFrequency (%) 
652.8%
 
5168.9%
 
42815.6%
 
33217.8%
 
24826.7%
 
15128.3%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
1
114
0
66
ValueCountFrequency (%) 
111463.3%
 
06636.7%
 

Clot Present in MPA (Main Pulmonary Artery)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing180
Missing (%)100.0%
Memory size1.5 KiB

Arrhythmia
Boolean

MISSING

Distinct count2
Unique (%)1.2%
Missing7
Missing (%)3.9%
Memory size1.5 KiB
0
141
1
32
(Missing)
 
7
ValueCountFrequency (%) 
014178.3%
 
13217.8%
 
(Missing)73.9%
 

Type of Arrhythmia
Categorical

MISSING

Distinct count15
Unique (%)46.9%
Missing148
Missing (%)82.2%
Memory size1.5 KiB
RBBB
9
1st degree AV block
4
PEA arrest
3
Afib
3
PVC's
 
2
Other values (10)
11
ValueCountFrequency (%) 
RBBB95.0%
 
1st degree AV block42.2%
 
PEA arrest31.7%
 
Afib31.7%
 
PVC's21.1%
 
Aflutter RVR21.1%
 
ST depression in inferior leads10.6%
 
Afib RVR10.6%
 
S1 Q3 T3 10.6%
 
sinus arrhythmia10.6%
 
bradyarrhythmia/prolonged pause10.6%
 
A.Fib RVR/PEA arrest 10.6%
 
Mobitz Type 2 AV Block10.6%
 
S1Q3T310.6%
 
Vfib-asystole arrest10.6%
 
(Missing)14882.2%
 

Length

Max length31
Median length3
Mean length4.422222222
Min length3

Overview of Unicode Properties

Unique unicode characters41
Unique unicode categories (?)6
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n30137.8%
 
a16120.2%
 
354.4%
 
B283.5%
 
e273.4%
 
r253.1%
 
s192.4%
 
t172.1%
 
R172.1%
 
A162.0%
 
i141.8%
 
V121.5%
 
b121.5%
 
o111.4%
 
l101.3%
 
d81.0%
 
f81.0%
 
P60.8%
 
160.8%
 
y50.6%
 
g50.6%
 
c50.6%
 
k50.6%
 
E40.5%
 
h40.5%
 
Other values (16)354.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter64881.4%
 
Uppercase Letter9612.1%
 
Space Separator354.4%
 
Decimal Number111.4%
 
Other Punctuation50.6%
 
Dash Punctuation10.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
B2829.2%
 
R1717.7%
 
A1616.7%
 
V1212.5%
 
P66.2%
 
E44.2%
 
T44.2%
 
S33.1%
 
C22.1%
 
Q22.1%
 
M11.0%
 
F11.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
'240.0%
 
/240.0%
 
.120.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n30146.5%
 
a16124.8%
 
e274.2%
 
r253.9%
 
s192.9%
 
t172.6%
 
i142.2%
 
b121.9%
 
o111.7%
 
l101.5%
 
d81.2%
 
f81.2%
 
y50.8%
 
g50.8%
 
c50.8%
 
k50.8%
 
h40.6%
 
p40.6%
 
u40.6%
 
m20.3%
 
z10.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
35100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
1654.5%
 
3436.4%
 
219.1%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-1100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin74493.5%
 
Common526.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n30140.5%
 
a16121.6%
 
B283.8%
 
e273.6%
 
r253.4%
 
s192.6%
 
t172.3%
 
R172.3%
 
A162.2%
 
i141.9%
 
V121.6%
 
b121.6%
 
o111.5%
 
l101.3%
 
d81.1%
 
f81.1%
 
P60.8%
 
y50.7%
 
g50.7%
 
c50.7%
 
k50.7%
 
E40.5%
 
h40.5%
 
p40.5%
 
u40.5%
 
Other values (8)162.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
3567.3%
 
1611.5%
 
347.7%
 
'23.8%
 
/23.8%
 
-11.9%
 
211.9%
 
.11.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII796100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n30137.8%
 
a16120.2%
 
354.4%
 
B283.5%
 
e273.4%
 
r253.1%
 
s192.4%
 
t172.1%
 
R172.1%
 
A162.0%
 
i141.8%
 
V121.5%
 
b121.5%
 
o111.4%
 
l101.3%
 
d81.0%
 
f81.0%
 
P60.8%
 
160.8%
 
y50.6%
 
g50.6%
 
c50.6%
 
k50.6%
 
E40.5%
 
h40.5%
 
Other values (16)354.4%
 

ICU Stay
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing2
Missing (%)1.1%
Memory size1.5 KiB
1
122
0
56
(Missing)
 
2
ValueCountFrequency (%) 
112267.8%
 
05631.1%
 
(Missing)21.1%
 
Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
0
169
1
 
11
ValueCountFrequency (%) 
016993.9%
 
1116.1%
 

ACLS
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing4
Missing (%)2.2%
Memory size1.5 KiB
0
165
1
 
11
(Missing)
 
4
ValueCountFrequency (%) 
016591.7%
 
1116.1%
 
(Missing)42.2%
 

Pressors
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing4
Missing (%)2.2%
Memory size1.5 KiB
0
160
1
 
16
(Missing)
 
4
ValueCountFrequency (%) 
016088.9%
 
1168.9%
 
(Missing)42.2%
 

Inotropes
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing4
Missing (%)2.2%
Memory size1.5 KiB
0
171
1
 
5
(Missing)
 
4
ValueCountFrequency (%) 
017195.0%
 
152.8%
 
(Missing)42.2%
 

Intubation
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing4
Missing (%)2.2%
Memory size1.5 KiB
0
160
1
 
16
(Missing)
 
4
ValueCountFrequency (%) 
016088.9%
 
1168.9%
 
(Missing)42.2%
 

tpA
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing3
Missing (%)1.7%
Memory size1.5 KiB
0
151
1
 
26
(Missing)
 
3
ValueCountFrequency (%) 
015183.9%
 
12614.4%
 
(Missing)31.7%
 

EKOS
Boolean

Distinct count2
Unique (%)1.1%
Missing1
Missing (%)0.6%
Memory size1.5 KiB
0
122
1
57
(Missing)
 
1
ValueCountFrequency (%) 
012267.8%
 
15731.7%
 
(Missing)10.6%
 
Distinct count2
Unique (%)2.4%
Missing98
Missing (%)54.4%
Memory size1.5 KiB
0
45
1
37
(Missing)
98
ValueCountFrequency (%) 
04525.0%
 
13720.6%
 
(Missing)9854.4%
 
Distinct count2
Unique (%)2.4%
Missing98
Missing (%)54.4%
Memory size1.5 KiB
1
69
0
 
13
(Missing)
98
ValueCountFrequency (%) 
16938.3%
 
0137.2%
 
(Missing)9854.4%
 

IP Bleeding
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing4
Missing (%)2.2%
Memory size1.5 KiB
0
158
1
 
18
(Missing)
 
4
ValueCountFrequency (%) 
015887.8%
 
11810.0%
 
(Missing)42.2%
 

Type of bleed
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing146
Missing (%)81.1%
Memory size6.4 KiB

Transfusion
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing4
Missing (%)2.2%
Memory size5.8 KiB

IVCF (Inferior Vena Cava Filter)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing4
Missing (%)2.2%
Memory size5.9 KiB
Distinct count3
Unique (%)1.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
Alive
145
?
 
26
Deceased
 
9
ValueCountFrequency (%) 
Alive14580.6%
 
?2614.4%
 
Deceased95.0%
 

Length

Max length8
Median length5
Mean length4.572222222
Min length1

Overview of Unicode Properties

Unique unicode characters11
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e17220.9%
 
A14517.6%
 
l14517.6%
 
i14517.6%
 
v14517.6%
 
?263.2%
 
D91.1%
 
c91.1%
 
a91.1%
 
s91.1%
 
d91.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter64378.1%
 
Uppercase Letter15418.7%
 
Other Punctuation263.2%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A14594.2%
 
D95.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e17226.7%
 
l14522.6%
 
i14522.6%
 
v14522.6%
 
c91.4%
 
a91.4%
 
s91.4%
 
d91.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
?26100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin79796.8%
 
Common263.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e17221.6%
 
A14518.2%
 
l14518.2%
 
i14518.2%
 
v14518.2%
 
D91.1%
 
c91.1%
 
a91.1%
 
s91.1%
 
d91.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
?26100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII823100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e17220.9%
 
A14517.6%
 
l14517.6%
 
i14517.6%
 
v14517.6%
 
?263.2%
 
D91.1%
 
c91.1%
 
a91.1%
 
s91.1%
 
d91.1%
 

Readmitted to IP <30 days
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing9
Missing (%)5.0%
Memory size6.3 KiB

Discharged with O2
Boolean

MISSING

Distinct count2
Unique (%)1.2%
Missing14
Missing (%)7.8%
Memory size1.5 KiB
0
140
1
 
26
(Missing)
 
14
ValueCountFrequency (%) 
014077.8%
 
12614.4%
 
(Missing)147.8%
 
Distinct count2
Unique (%)1.2%
Missing13
Missing (%)7.2%
Memory size1.5 KiB
0
113
1
54
(Missing)
 
13
ValueCountFrequency (%) 
011362.8%
 
15430.0%
 
(Missing)137.2%
 

Pregnant
Boolean

MISSING

Distinct count1
Unique (%)0.6%
Missing5
Missing (%)2.8%
Memory size1.5 KiB
0
175
(Missing)
 
5
ValueCountFrequency (%) 
017597.2%
 
(Missing)52.8%
 

Platelet <70k
Boolean

MISSING

Distinct count2
Unique (%)1.1%
Missing3
Missing (%)1.7%
Memory size1.5 KiB
0
176
1
 
1
(Missing)
 
3
ValueCountFrequency (%) 
017697.8%
 
110.6%
 
(Missing)31.7%
 

Etiology of Clot
Categorical

Distinct count21
Unique (%)11.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
unprovoked
51
malignancy
24
personal history
22
immobility
20
surgery
14
Other values (16)
49
ValueCountFrequency (%) 
unprovoked5128.3%
 
malignancy2413.3%
 
personal history2212.2%
 
immobility2011.1%
 
surgery147.8%
 
unprovoked 137.2%
 
oral contraception73.9%
 
immobility- car travel63.3%
 
trauma52.8%
 
immobility- air travel21.1%
 
recent hospitalization21.1%
 
hormone replacement therapy21.1%
 
infection21.1%
 
immobility, recent shingles21.1%
 
use of testosterone21.1%
 
surgery, hormone replacement10.6%
 
recent surgery10.6%
 
immobility 10.6%
 
compression IVC10.6%
 
immobililty- air travel10.6%
 
uprovoked10.6%
 

Length

Max length28
Median length10
Mean length12.13333333
Min length6

Overview of Unicode Properties

Unique unicode characters28
Unique unicode categories (?)5
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
o24711.3%
 
r1948.9%
 
n1707.8%
 
i1657.6%
 
e1567.1%
 
a1215.5%
 
t1044.8%
 
l1024.7%
 
p1024.7%
 
m1004.6%
 
y964.4%
 
u884.0%
 
803.7%
 
s743.4%
 
v743.4%
 
k653.0%
 
d653.0%
 
c552.5%
 
g421.9%
 
b321.5%
 
h311.4%
 
-90.4%
 
f40.2%
 
,30.1%
 
z20.1%
 
Other values (3)30.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter208995.7%
 
Space Separator803.7%
 
Dash Punctuation90.4%
 
Other Punctuation30.1%
 
Uppercase Letter30.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
o24711.8%
 
r1949.3%
 
n1708.1%
 
i1657.9%
 
e1567.5%
 
a1215.8%
 
t1045.0%
 
l1024.9%
 
p1024.9%
 
m1004.8%
 
y964.6%
 
u884.2%
 
s743.5%
 
v743.5%
 
k653.1%
 
d653.1%
 
c552.6%
 
g422.0%
 
b321.5%
 
h311.5%
 
f40.2%
 
z20.1%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-9100.0%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
80100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
,3100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
I133.3%
 
V133.3%
 
C133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin209295.8%
 
Common924.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
o24711.8%
 
r1949.3%
 
n1708.1%
 
i1657.9%
 
e1567.5%
 
a1215.8%
 
t1045.0%
 
l1024.9%
 
p1024.9%
 
m1004.8%
 
y964.6%
 
u884.2%
 
s743.5%
 
v743.5%
 
k653.1%
 
d653.1%
 
c552.6%
 
g422.0%
 
b321.5%
 
h311.5%
 
f40.2%
 
z20.1%
 
I1< 0.1%
 
V1< 0.1%
 
C1< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
8087.0%
 
-99.8%
 
,33.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII2184100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
o24711.3%
 
r1948.9%
 
n1707.8%
 
i1657.6%
 
e1567.1%
 
a1215.5%
 
t1044.8%
 
l1024.7%
 
p1024.7%
 
m1004.6%
 
y964.4%
 
u884.0%
 
803.7%
 
s743.4%
 
v743.4%
 
k653.0%
 
d653.0%
 
c552.5%
 
g421.9%
 
b321.5%
 
h311.4%
 
-90.4%
 
f40.2%
 
,30.1%
 
z20.1%
 
Other values (3)30.1%
 

adverseEvent
Boolean

HIGH CORRELATION

Distinct count2
Unique (%)1.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
1
100
0
80
ValueCountFrequency (%) 
110055.6%
 
08044.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

IndentificatonAgeGenderRaceLength of Stay (LOS)Hight-cmWeight-kgBMIsPESI (low risk = 0; 1 = 1 or greater)PESI ClassPE Severity 1=low risk; 2=intermediate; 3=massive; 4= indeterminateHR >= 110HRSBP <100SBPRR >=30RRTemp <96.8 FTemp (F)O2 <90% RAO2 Sat RARequired Supplemental O2NRB (non-rebreather mask required)SyncopeActive SmokerActive CancerHistory of CancerCHF (Congestive Heart Failure)Lung DiseaseRenal DiseaseDM (Diabetes Mellitus)History of bleedingImmobilizationRecent TraumaRecent SurgeryRecent Hospital (w/in 30 days)Personal h/o VTEFH of VTENursing Home ResidentAMS (Altered Mental Status)Acute DVT (deep venous thrombosis) , 3= chronic DVTProximal Component to the DVTElevated BNPElevated TroponinRV DilationRV Hypokinesis/DysfunctionBoth Dilation and DysfunctionTechnically SuboptimalRVSP (mmHg)RV/LV RatioRV/LV Ratio .85 to .90RV/LV Ratio .91-.94RV/LV Ratio .95 or greaterPA/Aorta RatioIVC Reflux GradeSeptal FlatteningClot Present in MPA (Main Pulmonary Artery)ArrhythmiaType of ArrhythmiaICU StayShock (SBP <90)ACLSPressorsInotropesIntubationtpAEKOS< 6 hours from CTA read to administration of tpa or EKOS<24 hours from CTA read to administration of tpA or EKOSIP BleedingType of bleedTransfusionIVCF (Inferior Vena Cava Filter)Patient Status at 30 daysReadmitted to IP <30 daysDischarged with O2Required Narcotics at dischargePregnantPlatelet <70kEtiology of ClotadverseEvent
0172MW3175.2683.527.1844690210720.0151.00180.098.50.099.00.00000000010.00.01.00.00.00.00.0001.01.00.00.0NaNNaNNaNNaNNaN1.3519310010.96024541NaN1.0PVC's0.000.00.00.00.00.00.0NaNNaN0.0NaN00Alive00.01.00.00.0trauma0
1274FW3170.1876.326.34556413211020.0127.00230.097.30.094.00.00000000000.01.00.01.00.00.00.0001.01.0NaN1.01.01.01.00.028.62.0104900010.98250721NaN0.0NaN0.000.00.00.00.00.00.0NaNNaN0.0NaN00Alive00.00.00.00.0surgery0
2357FB3152.4097.141.80702812111090.0118.00180.099.40.096.00.00000000000.00.00.00.00.00.00.0003.0NaN0.00.0NaNNaNNaNNaNNaN1.2378520010.74842811NaN0.0NaN1.000.00.00.00.00.01.01.01.00.0NaN00Alive00.00.00.00.0trauma0
3464MW3175.2672.223.5056130220920.0170.00160.097.50.0100.00.00000000000.00.00.00.00.00.00.0001.01.01.01.01.00.00.00.049.61.6898550010.90965740NaN0.0NaN1.000.00.00.00.00.01.00.01.00.0NaN00Alive00.00.00.00.0immobility- car travel0
4568MB8152.4080.334.57368015211301.093.00280.098.71.075.01.00000000010.00.00.00.00.01.00.0011.01.0NaN0.01.01.01.00.0411.0498960010.87315620NaN0.0NaN1.000.00.00.00.00.00.0NaNNaN0.0NaN0h/oAlive01.01.00.00.0personal history1
5636MB2185.42140.740.9242700110720.0132.00200.098.00.097.00.00000000100.01.01.00.00.00.00.0001.01.00.00.00.00.00.00.021.51.1742420010.97342210NaN0.0NaN0.000.00.00.00.00.00.0NaNNaN0.0NaN00Alive00.00.00.00.0trauma0
6737MW2205.7498.823.3410010120940.0154.00240.097.20.092.00.00000000000.00.00.00.00.00.00.0001.01.01.00.00.00.00.00.0261.0444440011.53968331NaN0.0NaN1.000.00.00.00.01.00.01.01.00.0NaN00??0.00.00.00.0unprovoked0
7849MB5190.50102.928.354723153084NaNNaN020NaNNaN1.0NaN1.00100000000.00.00.00.00.00.0NaN011.00.0NaN0.01.01.01.00.0not documented1.2786890010.89181340NaN1.0PEA arrest1.001.01.00.01.00.01.01.01.00.0NaN00Alive00.00.00.00.0immobility- car travel1
8976MW4180.3485.126.16648813201050.0115.00170.098.10.099.00.00000010001.00.00.00.00.00.00.0001.01.01.00.01.00.00.00.0not documented1.2155690010.88642731NaN0.0NaN1.000.00.00.00.00.01.01.01.00.0NaN00Alive00.00.00.00.0unprovoked0
91069MW4185.4286.225.0722961420630.0132.00180.097.20.0100.00.00000010001.00.00.00.01.00.00.0001.01.01.00.01.01.01.00.0610.7572460000.75000020NaN0.0NaN1.000.00.00.00.00.01.00.00.01.0UGIB11Alive00.00.00.00.0unprovoked0

Last rows

IndentificatonAgeGenderRaceLength of Stay (LOS)Hight-cmWeight-kgBMIsPESI (low risk = 0; 1 = 1 or greater)PESI ClassPE Severity 1=low risk; 2=intermediate; 3=massive; 4= indeterminateHR >= 110HRSBP <100SBPRR >=30RRTemp <96.8 FTemp (F)O2 <90% RAO2 Sat RARequired Supplemental O2NRB (non-rebreather mask required)SyncopeActive SmokerActive CancerHistory of CancerCHF (Congestive Heart Failure)Lung DiseaseRenal DiseaseDM (Diabetes Mellitus)History of bleedingImmobilizationRecent TraumaRecent SurgeryRecent Hospital (w/in 30 days)Personal h/o VTEFH of VTENursing Home ResidentAMS (Altered Mental Status)Acute DVT (deep venous thrombosis) , 3= chronic DVTProximal Component to the DVTElevated BNPElevated TroponinRV DilationRV Hypokinesis/DysfunctionBoth Dilation and DysfunctionTechnically SuboptimalRVSP (mmHg)RV/LV RatioRV/LV Ratio .85 to .90RV/LV Ratio .91-.94RV/LV Ratio .95 or greaterPA/Aorta RatioIVC Reflux GradeSeptal FlatteningClot Present in MPA (Main Pulmonary Artery)ArrhythmiaType of ArrhythmiaICU StayShock (SBP <90)ACLSPressorsInotropesIntubationtpAEKOS< 6 hours from CTA read to administration of tpa or EKOS<24 hours from CTA read to administration of tpA or EKOSIP BleedingType of bleedTransfusionIVCF (Inferior Vena Cava Filter)Patient Status at 30 daysReadmitted to IP <30 daysDischarged with O2Required Narcotics at dischargePregnantPlatelet <70kEtiology of ClotadverseEvent
17017152FW4175.26122.539.88140711201090.0137.00170.099.60.092.00.00010010010.00.00.00.00.00.00.0001.01.0NaNNaN1.01.01.00.049.91.0465630010.85411121NaNNaNNaN0.000.00.00.00.00.00.0NaNNaN0.0000?10.00.00.00.0unprovoked0
17117256FW1165.10130.647.91252215311320.0121.00260.096.8NaNNaN1.00100001011.00.00.00.00.00.00.001NaNNaN1.01.01.01.01.00.0not documented1.2415580010.87390021NaN1.0RBBB1.001.00.00.00.01.00.00.01.00.0000DeceasedNaNNaNNaNNaNNaNuprovoked1
17217376MH4172.7277.125.84455915211250.0135.00200.097.10.094.01.00000111010.01.00.00.00.00.00.0011.01.01.01.00.00.00.00.040.71.3537600010.73033751NaN0.0NaN1.000.00.00.00.00.01.00.01.00.0000??0.00.00.00.0immobility1
17317487MW3182.8893.027.8067691520941.085.00200.098.31.080.01.00001000010.00.00.00.00.00.00.001NaNNaN0.01.0NaNNaNNaNNaNNaN1.8328450011.04021421NaN1.0RBBB0.010.00.00.00.00.00.0NaNNaN0.0000??0.00.00.00.0malignancy1
17417566FW6167.6436.312.9166931310711.088.00180.098.50.097.00.00011000000.01.00.00.00.00.00.0001.01.0NaN0.00.00.00.00.041.40.8322850001.00304910NaNNaNNaN0.010.00.00.00.00.00.0NaNNaN0.0000Alive00.01.00.00.0immobility0
17517668MB6172.7285.728.7273500210900.0116.00190.097.60.096.00.00000000011.00.00.01.00.00.00.0001.01.00.00.00.00.00.00.027.81.2235290010.76770510NaN1.0RBBB0.000.00.00.00.00.00.0NaNNaN1.0melena/hemorrhoids00Alive00.00.00.00.0surgery0
17617756MW3185.42103.029.95877614111140.0117.00220.099.10.093.00.00000100011.00.00.01.01.01.00.0001.01.0NaN0.00.00.00.00.031.21.2829370010.92415711NaNNaNNaN0.000.00.00.00.00.00.0NaNNaN0.0001Alive00.01.00.00.0malignancy0
17717835FB5152.4073.831.77506411111170.0145.00160.098.90.099.00.00000000001.00.00.00.00.00.01.0001.00.00.00.00.00.00.00.0350.9153320101.08239710NaN0.0NaN1.000.00.00.00.00.00.0NaNNaN1.0menorrhagia10Alive00.00.00.00.0oral contraception0
17817960MNH9172.72109.836.8058691320820.0123.00200.098.20.092.01.00001000001.01.00.00.00.00.00.0001.01.0NaN1.01.01.01.00.022.71.7953890010.80118721NaN1.0sinus arrhythmia0.000.00.00.00.00.00.0NaNNaN0.0001Alive00.00.00.00.0malignancy1
17918077MW1177.8063.520.08677515211231.091.00180.098.90.094.01.00011000000.00.00.00.00.00.00.0001.01.00.01.00.00.00.00.029.90.7384310000.66666710NaN0.0NaN0.000.00.00.00.00.00.0NaNNaN0.0000?00.01.00.00.0malignancy1